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![[VID]](/icons/movie.gif) | CS188 Step-by-Step Examples- A Star Search.mp4 | 13-Oct-2016 11:52 | 68M |
| CS188 Step-by-Step Examples- Depth First Tree Search and Breadth First Tree Search.mp4 | 13-Oct-2016 11:52 | 22M |
| Lecture 1 Segment 1 Outline of Lecture 1.mp4 | 13-Oct-2016 11:52 | 3.0M |
| Lecture 1 Segment 2 Sci-Fi AI.mp4 | 13-Oct-2016 11:52 | 13M |
| Lecture 1 Segment 3 What is AI.mp4 | 13-Oct-2016 11:52 | 23M |
| Lecture 1 Segment 4 What about the brain.mp4 | 13-Oct-2016 11:52 | 9.1M |
| Lecture 1 Segment 5 A (Short) History of AI.mp4 | 13-Oct-2016 11:53 | 54M |
| Lecture 1 Segment 6 What can AI do.mp4 | 13-Oct-2016 11:53 | 29M |
| Lecture 1 Segment 7 Unintentionally Funny Stories.mp4 | 13-Oct-2016 11:53 | 27M |
| Lecture 1 Segment 8 What can AI do Language.mp4 | 13-Oct-2016 11:53 | 19M |
| Lecture 1 Segment 9 What can AI do Perception.mp4 | 13-Oct-2016 11:53 | 27M |
| Lecture 1 Segment 10 What can AI do Robotics.mp4 | 13-Oct-2016 11:52 | 55M |
| Lecture 1 Segment 11 What can AI do Logic.mp4 | 13-Oct-2016 11:52 | 6.9M |
| Lecture 1 Segment 12 Game Playing.mp4 | 13-Oct-2016 11:52 | 15M |
| Lecture 1 Segment 13 What can AI do- Decision Making.mp4 | 13-Oct-2016 11:52 | 10M |
| Lecture 1 Segment 14 Designing Rational Agent.mp4 | 13-Oct-2016 11:52 | 9.5M |
| Lecture 1 Segment 15 Pacman as an Agent.mp4 | 13-Oct-2016 11:52 | 9.5M |
| Lecture 1 Segment 16 Course Topics.mp4 | 13-Oct-2016 11:52 | 4.0M |
| Lecture 2 Quiz 2 Safe Passage Answer.mp4 | 13-Oct-2016 11:58 | 4.9M |
| Lecture 2 Quiz 3 State Space Graphs and Search Trees Answer.mp4 | 13-Oct-2016 11:58 | 2.9M |
| Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First.mp4 | 13-Oct-2016 11:58 | 759K |
| Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First Answer.mp4 | 13-Oct-2016 11:58 | 2.0M |
| Lecture 2 Quiz 9 Search Demo Part 2.mp4 | 13-Oct-2016 11:58 | 1.3M |
| Lecture 2 Quiz 9 Search Demo Part 4.mp4 | 13-Oct-2016 11:58 | 1.5M |
| Lecture 2 Quiz 11 Maze Search Demos Part 2.mp4 | 13-Oct-2016 11:58 | 1.4M |
| Lecture 2 Quiz 11 Maze Search Demos Part 4.mp4 | 13-Oct-2016 11:58 | 1.1M |
| Lecture 2 Quiz 11 Maze Search Demos Part 5.mp4 | 13-Oct-2016 11:58 | 629K |
| Lecture 2 Segment 1 Today.mp4 | 13-Oct-2016 11:58 | 5.7M |
| Lecture 2 Segment 2 Agents that Plan vs. Reflex Agents.mp4 | 13-Oct-2016 11:58 | 19M |
| Lecture 2 Segment 3 Search Problems.mp4 | 13-Oct-2016 11:58 | 20M |
| Lecture 2 Segment 4 State Space Graphs and Search Trees.mp4 | 13-Oct-2016 11:58 | 22M |
| Lecture 2 Segment 5 Tree Search.mp4 | 13-Oct-2016 11:58 | 22M |
| Lecture 2 Segment 6 Depth First Tree Search.mp4 | 13-Oct-2016 11:59 | 12M |
| Lecture 2 Segment 7 Search Algorithm Properties.mp4 | 13-Oct-2016 11:59 | 6.9M |
| Lecture 2 Segment 8 Depth First Search Properties.mp4 | 13-Oct-2016 11:59 | 5.7M |
| Lecture 2 Segment 9 Breadth First Tree Search.mp4 | 13-Oct-2016 11:59 | 4.3M |
| Lecture 2 Segment 10 Breadth First Tree Search Properties.mp4 | 13-Oct-2016 11:58 | 8.9M |
| Lecture 2 Segment 11 Iterative Deepening.mp4 | 13-Oct-2016 11:58 | 3.6M |
| Lecture 2 Segment 12 Cost-Sensitive Search Uniform Cost Search.mp4 | 13-Oct-2016 11:58 | 26M |
| Lecture 2 Segment 13 Search and Models.mp4 | 13-Oct-2016 11:58 | 10M |
| Lecture 3 Quiz 7 Search Algorithms Part 2.mp4 | 13-Oct-2016 11:59 | 1.1M |
| Lecture 3 Quiz 7 Search Algorithms Part 4.mp4 | 13-Oct-2016 11:59 | 687K |
| Lecture 3 Quiz 7 Search Algorithms Part 6.mp4 | 13-Oct-2016 11:59 | 716K |
| Lecture 3 Quiz 7 Search Algorithms Part 8.mp4 | 13-Oct-2016 11:59 | 565K |
| Lecture 3 Quiz 7 Search Algorithms Part 10.mp4 | 13-Oct-2016 11:59 | 1.2M |
| Lecture 3 Segment 1 Overview of Today.mp4 | 13-Oct-2016 11:59 | 5.4M |
| Lecture 3 Segment 2 Recap of Search.mp4 | 13-Oct-2016 11:59 | 40M |
| Lecture 3 Segment 3 Informed Search and Search Heuristics.mp4 | 13-Oct-2016 11:59 | 19M |
| Lecture 3 Segment 4 Greedy Search.mp4 | 13-Oct-2016 12:00 | 23M |
| Lecture 3 Segment 5 A Tree Search Algorithm.mp4 | 13-Oct-2016 12:00 | 18M |
| Lecture 3 Segment 6 Admissible Heuristics and A Optimality.mp4 | 13-Oct-2016 12:00 | 20M |
| Lecture 3 Segment 7 A Tree Search Proof.mp4 | 13-Oct-2016 12:00 | 13M |
| Lecture 3 Segment 8 Properties of A.mp4 | 13-Oct-2016 12:00 | 5.7M |
| Lecture 3 Segment 9 A Applications and Demos.mp4 | 13-Oct-2016 12:00 | 13M |
| Lecture 3 Segment 10 Creating Admissible Heuristics.mp4 | 13-Oct-2016 11:59 | 47M |
| Lecture 3 Segment 11 Semi-Lattice of Heuristics.mp4 | 13-Oct-2016 11:59 | 9.1M |
| Lecture 3 Segment 12 Graph Search.mp4 | 13-Oct-2016 11:59 | 18M |
| Lecture 3 Segment 13 Optimality of A.mp4 | 13-Oct-2016 11:59 | 11M |
| Lecture 3 Segment 14 A Consistency.mp4 | 13-Oct-2016 11:59 | 13M |
| Lecture 3 Segment 15 Optimality Summary.mp4 | 13-Oct-2016 11:59 | 5.1M |
| Lecture 3 Segment 16 A Summary.mp4 | 13-Oct-2016 11:59 | 1.6M |
| Lecture 4 Segment 1 Today, and What is Search For.mp4 | 13-Oct-2016 12:00 | 11M |
| Lecture 4 Segment 2 CSPs Definition.mp4 | 13-Oct-2016 12:01 | 12M |
| Lecture 4 Segment 3 CSP Examples Map Coloring and N-Queens.mp4 | 13-Oct-2016 12:01 | 26M |
| Lecture 4 Segment 4 Constraint Graphs.mp4 | 13-Oct-2016 12:01 | 9.6M |
| Lecture 4 Segment 5 CSP Examples Cryptarithmetic, Sudoku and Waltz.mp4 | 13-Oct-2016 12:01 | 16M |
| Lecture 4 Segment 6 Varieties of CSPs and Constraints.mp4 | 13-Oct-2016 12:01 | 10M |
| Lecture 4 Segment 7 Real-World CSPs.mp4 | 13-Oct-2016 12:01 | 4.8M |
| Lecture 4 Segment 8 Solving CSPs with Standard Search.mp4 | 13-Oct-2016 12:02 | 19M |
| Lecture 4 Segment 9 Backtracking Search.mp4 | 13-Oct-2016 12:02 | 19M |
| Lecture 4 Segment 10 Improving Backtracking Overview.mp4 | 13-Oct-2016 12:00 | 3.6M |
| Lecture 4 Segment 11 Filtering Forward Checking.mp4 | 13-Oct-2016 12:00 | 22M |
| Lecture 4 Segment 12 Filtering Constraint Propogation.mp4 | 13-Oct-2016 12:00 | 5.1M |
| Lecture 4 Segment 13 Consistency of a Single Arc.mp4 | 13-Oct-2016 12:00 | 17M |
| Lecture 4 Segment 14 Arc Consistency of an Entire CSP.mp4 | 13-Oct-2016 12:01 | 40M |
| Lecture 4 Segment 15 Limitations of Arc Consistency.mp4 | 13-Oct-2016 12:01 | 9.0M |
| Lecture 4 Segment 16 Demo of Forward Checking and Arc Consistency.mp4 | 13-Oct-2016 12:01 | 13M |
| Lecture 4 Segment 17 Variable Ordering Minimum Remaining Values.mp4 | 13-Oct-2016 12:01 | 10M |
| Lecture 4 Segment 18 Value Ordering Least Constraining Value.mp4 | 13-Oct-2016 12:01 | 8.7M |
| Lecture 4 Segment 19 Demo.mp4 | 13-Oct-2016 12:01 | 9.2M |
| Lecture 5 A Segment 1 Today.mp4 | 13-Oct-2016 12:02 | 2.4M |
| Lecture 5 A Segment 2 Refresher CSPs, Backtracking Search, Ordering, Filtering.mp4 | 13-Oct-2016 12:02 | 25M |
| Lecture 5 A Segment 3 Arc Consistency, Limitations, K-Consistency.mp4 | 13-Oct-2016 12:02 | 38M |
| Lecture 5 A Segment 4 Problem Stucture.mp4 | 13-Oct-2016 12:02 | 19M |
| Lecture 5 A Segment 5 Tree-Structured CSPs.mp4 | 13-Oct-2016 12:03 | 5.7M |
| Lecture 5 A Segment 6 Algorithm for Tree-Structured CSPs.mp4 | 13-Oct-2016 12:03 | 27M |
| Lecture 5 A Segment 7 Claims about Algorithm for Tree-Structured CSPs.mp4 | 13-Oct-2016 12:03 | 17M |
| Lecture 5 A Segment 8 Improving Stucture Cutset Conditioning.mp4 | 13-Oct-2016 12:03 | 15M |
| Lecture 5 A Segment 9 Tree Decomposition.mp4 | 13-Oct-2016 12:03 | 17M |
| Lecture 5 A Segment 10 Iterative Algorithms Min-Conflicts.mp4 | 13-Oct-2016 12:02 | 21M |
| Lecture 5 A Segment 11 Performance of Min-Conflicts.mp4 | 13-Oct-2016 12:02 | 11M |
| Lecture 5 A Segment 12 Summary of CSPs.mp4 | 13-Oct-2016 12:02 | 4.1M |
| Lecture 5 B Segment 1 Local Search.mp4 | 13-Oct-2016 12:03 | 6.7M |
| Lecture 5 B Segment 2 Hill Climbing.mp4 | 13-Oct-2016 12:03 | 12M |
| Lecture 5 B Segment 3 Simulated Annealing.mp4 | 13-Oct-2016 12:03 | 19M |
| Lecture 5 B Segment 4 Genetic Algorithms.mp4 | 13-Oct-2016 12:03 | 13M |
| Lecture 5 B Segment 6 Next Time.mp4 | 13-Oct-2016 12:03 | 302K |
| Lecture 6 Segment 1 Today and Game Playing State of the Art.mp4 | 13-Oct-2016 12:03 | 22M |
| Lecture 6 Segment 2 Adversarial Games.mp4 | 13-Oct-2016 12:04 | 24M |
| Lecture 6 Segment 3 Adversarial Search.mp4 | 13-Oct-2016 12:04 | 65M |
| Lecture 6 Segment 4 Resource Limits.mp4 | 13-Oct-2016 12:04 | 26M |
| Lecture 6 Segment 5 Evaluation Functions.mp4 | 13-Oct-2016 12:04 | 50M |
| Lecture 6 Segment 6 Game Tree Pruning.mp4 | 13-Oct-2016 12:05 | 36M |
| Lecture 6 Segment 7 Next Time!.mp4 | 13-Oct-2016 12:05 | 944K |
| Lecture 7 Quiz Informed Probabilities Answer.mp4 | 13-Oct-2016 12:05 | 10M |
| Lecture 7 Quiz Informed Probabilities Question.mp4 | 13-Oct-2016 12:05 | 1.8M |
| Lecture 7 Segment 1 Today- Search in the Presence of Uncertainty.mp4 | 13-Oct-2016 12:05 | 7.6M |
| Lecture 7 Segment 2 Expectimax Search.mp4 | 13-Oct-2016 12:05 | 49M |
| Lecture 7 Segment 3 Probabilities.mp4 | 13-Oct-2016 12:05 | 29M |
| Lecture 7 Segment 4 Modeling Assumptions.mp4 | 13-Oct-2016 12:05 | 23M |
| Lecture 7 Segment 5 Other Game Types.mp4 | 13-Oct-2016 12:05 | 25M |
| Lecture 7 Segment 6 Utilities.mp4 | 13-Oct-2016 12:05 | 30M |
| Lecture 7 Segment 7 Rationality.mp4 | 13-Oct-2016 12:06 | 23M |
| Lecture 7 Segment 8 Human Utilities.mp4 | 13-Oct-2016 12:06 | 54M |
| Lecture 7 Segment 9 Next Time MDPs!.mp4 | 13-Oct-2016 12:06 | 330K |
| Lecture 8 Segment 1 Non-Deterministic Search and Markov Decision Process.mp4 | 13-Oct-2016 12:06 | 66M |
| Lecture 8 Segment 2 Example Racing.mp4 | 13-Oct-2016 12:06 | 25M |
| Lecture 8 Segment 3 Utilities of Sequences.mp4 | 13-Oct-2016 12:06 | 36M |
| Lecture 8 Segment 4 Solving MDPs.mp4 | 13-Oct-2016 12:07 | 95M |
| Lecture 8 Segment 5 Value Iteration.mp4 | 13-Oct-2016 12:07 | 48M |
| Lecture 8 Segment 6 Next Time Policy-Based Methods.mp4 | 13-Oct-2016 12:07 | 532K |
| Lecture 9 Segment 1 MDPs Recap.mp4 | 13-Oct-2016 12:07 | 51M |
| Lecture 9 Segment 2 The Bellman Equations.mp4 | 13-Oct-2016 12:07 | 33M |
| Lecture 9 Segment 3 Policy Methods Policy Evaluation.mp4 | 13-Oct-2016 12:08 | 68M |
| Lecture 9 Segment 4 Policy Methods Policy Iteration.mp4 | 13-Oct-2016 12:08 | 39M |
| Lecture 9 Segment 5 Double Bandits.mp4 | 13-Oct-2016 12:08 | 41M |
| Lecture 9 Segment 6 Next Time Reinforcement Learning.mp4 | 13-Oct-2016 12:08 | 403K |
| Lecture 10 Segment 1 Reinforcement Learning.mp4 | 13-Oct-2016 11:53 | 51M |
| Lecture 10 Segment 2 Model-Based Learning.mp4 | 13-Oct-2016 11:53 | 32M |
| Lecture 10 Segment 3 Passive Reinforcement Learning.mp4 | 13-Oct-2016 11:54 | 45M |
| Lecture 10 Segment 4 Model-Free Learning Sample Based - Temporal Difference Learning.mp4 | 13-Oct-2016 11:54 | 60M |
| Lecture 10 Segment 5 Active Reinforcement Learning - Q-Learning.mp4 | 13-Oct-2016 11:54 | 51M |
| Lecture 11 Segment 1 Reinforcement Learning Recap.mp4 | 13-Oct-2016 11:54 | 55M |
| Lecture 11 Segment 2 Exploration vs. Exploitation and Regret.mp4 | 13-Oct-2016 11:54 | 32M |
| Lecture 11 Segment 3 Approximate Q-Learning.mp4 | 13-Oct-2016 11:55 | 84M |
| Lecture 11 Segment 4 Policy Search.mp4 | 13-Oct-2016 11:55 | 17M |
| Lecture 11 Segment 5 Conclusion.mp4 | 13-Oct-2016 11:55 | 3.0M |
| Lecture 12- Probability.mp4 | 13-Oct-2016 11:56 | 235M |
| Lecture 13- Bayes Nets.mp4 | 13-Oct-2016 11:58 | 224M |
| Step-by-step Example- Alpha-Beta.mp4 | 13-Oct-2016 12:08 | 60M |
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